function derivs=f_d2(vars,params,index)
c_cup=vars(1);
r_cup=vars(2);
pai_cup=vars(3);
w_cup=vars(4);
l_cup=vars(5);
output_cup=vars(6);
mc_cup=vars(7);
evf_cup=vars(8);
vf_cup=vars(9);
p1_cup=vars(10);
p1Real_cup=vars(11);
dc_cup=vars(12);
c_cu=vars(13);
r_cu=vars(14);
pai_cu=vars(15);
w_cu=vars(16);
l_cu=vars(17);
output_cu=vars(18);
mc_cu=vars(19);
evf_cu=vars(20);
vf_cu=vars(21);
p1_cu=vars(22);
p1Real_cu=vars(23);
dc_cu=vars(24);
c_ba1p=vars(25);
muz_cup=vars(26);
d_cup=vars(27);
n_cup=vars(28);
paistar_cup=vars(29);
a_cup=vars(30);
sigmap_perturbation=vars(31);
c_ba1=vars(32);
muz_cu=vars(33);
d_cu=vars(34);
n_cu=vars(35);
paistar_cu=vars(36);
a_cu=vars(37);
sigma_perturbation=vars(38);
BETTA=params(1);
B=params(2);
CHI=params(3);
CHI0=params(4);
THETA=params(5);
DELTA=params(6);
ALFA=params(7);
PHI=params(8);
PHIzero=params(9);
ZI=params(10);
KAPAw=params(11);
ETA=params(12);
RHOR=params(13);
PHIpai=params(14);
PHIpai_1=params(15);
PHIy=params(16);
PHIy_1=params(17);
PHIc=params(18);
PHIc_1=params(19);
PHIl=params(20);
NU=params(21);
U0=params(22);
U0d=params(23);
RHOz=params(24);
RHOd=params(25);
RHOn=params(26);
RHOp=params(27);
RHOa=params(28);
Kss=params(29);
OUTPUTss=params(30);
PAIss=params(31);
MUZss=params(32);
Css=params(33);
AA=params(34);
lss=params(35);
Rss=params(36);
Wss=params(37);
full_rows=zeros(807,1);
full_vals=zeros(807,1);
compressed_deriv=zeros(24,1);
compressed_deriv(1)=(CHI*exp(2*c_cu)*exp(-vf_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1)) - (exp(-vf_cu)*exp(c_cu)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(2)=(exp(-vf_cu)*exp(c_cu)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(3)=-(B*CHI*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1));
compressed_deriv(4)=(B*CHI*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1));
compressed_deriv(5)=-(exp(-vf_cu)*exp(c_cu)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(6)=(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(l_cu)*exp(n_cu))/(1 - exp(l_cu))^(1/PHI) + (PHIzero*exp(2*l_cu)*exp(-vf_cu)*exp(d_cu)*exp(n_cu))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(7)=-(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(l_cu)*exp(n_cu))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(8)=(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(l_cu)*exp(n_cu))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(9)=(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(l_cu)*exp(n_cu))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(10)=(AA*BETTA*exp(2*evf_cu)*exp(-vf_cu)*(1/(ALFA - 1) + 1))/(exp(evf_cu)^(1/(ALFA - 1) + 2)*(ALFA - 1)) - (AA*BETTA*exp(-vf_cu)*exp(evf_cu))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*(ALFA - 1));
compressed_deriv(11)=(AA*BETTA*exp(-vf_cu)*exp(evf_cu))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*(ALFA - 1));
compressed_deriv(12)=exp(-vf_cu)*(exp(d_cu)*(((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(1 - CHI)/(CHI - 1) - U0d + (PHIzero*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1)) - U0 + (AA*BETTA)/exp(evf_cu)^(1/(ALFA - 1)));
compressed_deriv(13)=-(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(14)=(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(15)=-exp(-vf_cu)*exp(d_cu)*(((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(1 - CHI)/(CHI - 1) - U0d + (PHIzero*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1));
compressed_deriv(16)=-(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1);
compressed_deriv(17)=(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI) + (B^2*CHI*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-vf_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1));
compressed_deriv(18)=- (B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI) - (B^2*CHI*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-vf_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1));
compressed_deriv(19)=(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(20)=(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI) + (B^2*CHI*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-vf_cu)*exp(d_cu))/(Css^(2*CHI0)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI + 1));
compressed_deriv(21)=-(B*exp(-muz_cu)*exp(-vf_cu)*exp(c_ba1)*exp(d_cu))/(Css^CHI0*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI);
compressed_deriv(22)=exp(-vf_cu)*exp(d_cu)*(((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(1 - CHI)/(CHI - 1) - U0d + (PHIzero*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1));
compressed_deriv(23)=(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1);
compressed_deriv(24)=(PHIzero*exp(-vf_cu)*exp(d_cu)*exp(n_cu)*(1 - exp(l_cu))^(1 - 1/PHI))/(1/PHI - 1);
uncompressed_deriv=compressed_deriv(index.nnz{1,2});
full_vals(1:40)=uncompressed_deriv;
full_rows(1:40)=index.loc{1,2};
compressed_deriv=zeros(21,1);
compressed_deriv(1)=- (CHI*PHIzero*exp(-w_cu)*exp(c_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI) - (CHI*PHIzero*exp(2*c_cu)*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI));
compressed_deriv(2)=(CHI*PHIzero*exp(-w_cu)*exp(c_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(3)=-(CHI*PHIzero*exp(-w_cu)*exp(c_cu)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(4)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(c_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI));
compressed_deriv(5)=-(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(c_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI));
compressed_deriv(6)=-(CHI*PHIzero*exp(-w_cu)*exp(c_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(7)=exp(-w_cu)*(KAPAw*Wss - (Css^CHI0*PHIzero*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI));
compressed_deriv(8)=(Css^CHI0*PHIzero*exp(-w_cu)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(9)=-(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(10)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(11)=(Css^CHI0*PHIzero*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(12)=- (Css^CHI0*PHIzero*exp(-w_cu)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1)) - (Css^CHI0*PHIzero*exp(2*l_cu)*exp(-w_cu)*exp(n_cu)*(1/PHI + 1)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 2));
compressed_deriv(13)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(14)=-(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(15)=-(Css^CHI0*PHIzero*exp(-w_cu)*exp(l_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(PHI*(1 - exp(l_cu))^(1/PHI + 1));
compressed_deriv(16)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI) - (B^2*CHI*PHIzero*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI));
compressed_deriv(17)=(B^2*CHI*PHIzero*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI)) - (B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(18)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(19)=(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI) - (B^2*CHI*PHIzero*exp(2*c_ba1)*exp(-2*muz_cu)*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 2)*(CHI - 1)*(KAPAw - 1))/(Css^CHI0*(1 - exp(l_cu))^(1/PHI));
compressed_deriv(20)=-(B*CHI*PHIzero*exp(-muz_cu)*exp(-w_cu)*exp(c_ba1)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^(CHI - 1)*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
compressed_deriv(21)=-(Css^CHI0*PHIzero*exp(-w_cu)*exp(n_cu)*((exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))/Css^CHI0)^CHI*(KAPAw - 1))/(1 - exp(l_cu))^(1/PHI);
uncompressed_deriv=compressed_deriv(index.nnz{2,2});
full_vals(41:76)=uncompressed_deriv;
full_rows(41:76)=index.loc{2,2};
compressed_deriv=zeros(66,1);
compressed_deriv(1)=(BETTA*CHI*exp(2*c_cup)*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(2)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(3)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(4)=- (BETTA*CHI^2*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(5)=-(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(6)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(7)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) + (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(8)=-(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(9)=(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(10)=-(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(11)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(12)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(13)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(14)=- (BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(15)=-(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(16)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(17)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI);
compressed_deriv(18)=-(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(19)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(20)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(21)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(22)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(23)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(24)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(25)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(26)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-... 
 vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(27)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(28)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(29)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(30)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(31)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (2*B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*... 
 (CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(32)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(33)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(34)=- (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*... 
 exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(35)=(BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(36)=- (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(37)=(B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(38)=- (BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(39)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(40)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(41)=- (BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI);
compressed_deriv(42)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(43)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(44)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(45)=-(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(46)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1) + 2)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(1/(ALFA - 1) + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 2)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(47)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*... 
 (CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(48)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(49)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(50)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(51)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(52)=(BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 2)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(CHI0 - CHI*(CHI0 - 1) + 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (2*B*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*... 
 exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) +... 
  (AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)^2*(CHI0 - 1)^2*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*((CHI - 1)*(CHI0 -... 
  1) + 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(53)=- (BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI);
compressed_deriv(54)=(B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA -... 
  1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(55)=- (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA -... 
  1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(56)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI);
compressed_deriv(57)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(58)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(59)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(60)=-(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(61)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(62)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(63)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(64)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(65)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(66)=(BETTA*exp(-d_cu)*exp(-pai_cup)*exp(d_cup)*exp(r_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
uncompressed_deriv=compressed_deriv(index.nnz{3,2});
full_vals(77:197)=uncompressed_deriv;
full_rows(77:197)=index.loc{3,2};
compressed_deriv=zeros(10,1);
compressed_deriv(1)=-(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
compressed_deriv(2)=-(THETA*exp(-a_cu)*exp(-mc_cu)*exp(l_cu)*exp(w_cu)*exp(l_cu)^(THETA - 1))/(Kss^THETA*(THETA - 1));
compressed_deriv(3)=(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
compressed_deriv(4)=(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
compressed_deriv(5)=- (THETA*exp(-a_cu)*exp(2*l_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^(THETA - 2))/Kss^THETA - (THETA*exp(-a_cu)*exp(-mc_cu)*exp(l_cu)*exp(w_cu)*exp(l_cu)^(THETA - 1))/(Kss^THETA*(THETA - 1));
compressed_deriv(6)=(THETA*exp(-a_cu)*exp(-mc_cu)*exp(l_cu)*exp(w_cu)*exp(l_cu)^(THETA - 1))/(Kss^THETA*(THETA - 1));
compressed_deriv(7)=(THETA*exp(-a_cu)*exp(-mc_cu)*exp(l_cu)*exp(w_cu)*exp(l_cu)^(THETA - 1))/(Kss^THETA*(THETA - 1));
compressed_deriv(8)=-(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
compressed_deriv(9)=-(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
compressed_deriv(10)=-(exp(-a_cu)*exp(-mc_cu)*exp(w_cu)*exp(l_cu)^THETA)/(Kss^THETA*(THETA - 1));
uncompressed_deriv=compressed_deriv(index.nnz{4,2});
full_vals(198:213)=uncompressed_deriv;
full_rows(198:213)=index.loc{4,2};
compressed_deriv=zeros(93,1);
compressed_deriv(1)=(BETTA*CHI*ZI*exp(2*c_cup)*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2)) - (BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(2)=-(exp(-mc_cu)*((BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1))))/ETA;
compressed_deriv(3)=-(BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(4)=(AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(5)=-(exp(-mc_cu)*((BETTA*CHI^2*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2))))/ETA;
compressed_deriv(6)=(BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(7)=(BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(8)=(AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(9)=(exp(-mc_cu)*((BETTA*CHI*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU -... 
  1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2)) + (AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1))))/ETA;
compressed_deriv(10)=-(BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(11)=(B*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(12)=-(B*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(13)=(BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(14)=(exp(-mc_cu)*((3*BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(15)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(16)=- (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^(2*NU)*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(17)=(exp(-mc_cu)*((BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) -... 
  B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(18)=- (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(19)=-(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(20)=- (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^(2*NU)*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(21)=-(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) -... 
  B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(2*pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^(2*NU)*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(22)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(23)=- (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(24)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(25)=- (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(2*pai_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^(2*NU)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(26)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(27)=-(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(28)=(exp(-mc_cu)*((B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(29)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(30)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(31)=-(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(32)=-(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(33)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(34)=-(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(35)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(36)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(37)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(ETA*PAIss^NU*exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(38)=-(exp(-mc_cu)*((AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1))))/ETA;
compressed_deriv(39)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(40)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(41)=(AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(42)=(exp(-mc_cu)*((AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*... 
 exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)*... 
 (CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(PAIss^NU*exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(43)=-(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(44)=(AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(45)=-(AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(46)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(47)=(exp(-mc_cu)*((B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (2*B*BETTA*CHI^2*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA -... 
  1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*CHI*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B^2*BETTA*CHI*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2))))/ETA;
compressed_deriv(48)=- (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(49)=-(exp(-mc_cu)*((B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(50)=- (AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(51)=-(exp(-mc_cu)*((B*BETTA*CHI^2*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (BETTA*CHI*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*... 
 exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B^2*BETTA*CHI*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2)) + (AA*ALFA*BETTA*CHI*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*... 
 exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1))))/ETA;
compressed_deriv(52)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(53)=- (B^2*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(54)=(B^2*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(55)=- (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(56)=-(exp(-mc_cu)*((3*ZI*exp(2*pai_cu))/PAIss^(2*NU) + (ZI*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/PAIss^NU))/ETA;
compressed_deriv(57)=(exp(-mc_cu)*((ZI*exp(2*pai_cu))/PAIss^(2*NU) + (ZI*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/PAIss^NU))/ETA;
compressed_deriv(58)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(59)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(60)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(61)=(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(62)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(63)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(64)=-(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(65)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(66)=-(exp(-mc_cu)*(ETA + (ZI*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/PAIss^NU - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - 1))/ETA;
compressed_deriv(67)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(68)=(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(69)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(70)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(71)=-(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(72)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(73)=(AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*evf_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(ETA*PAIss^NU*exp(evf_cu)^(2/(ALFA - 1) + 2)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*... 
 evf_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(1/(ALFA - 1) + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 2)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(74)=(exp(-mc_cu)*((AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*... 
 exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-... 
 2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI)))/ETA;
compressed_deriv(75)=-(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(76)=(AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(77)=-(AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(78)=(AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(79)=(exp(-mc_cu)*((BETTA*ZI*exp(-d_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (3*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (BETTA*ZI*exp(-d_cu)*exp(3*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 2)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*(CHI0 - CHI*(CHI0 - 1) + 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (B^2*BETTA*CHI*ZI*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*... 
 exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2)) - (3*AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*ZI*exp(-d_cu)*exp(3*muz_cup)*exp(-output_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)^2*(CHI0 - 1)^2*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*... 
 ((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(PAIss^NU*exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(3*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(3*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*((CHI - 1)*(CHI0 - 1) + 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/... 
 (exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-output_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1))))/ETA;
compressed_deriv(80)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(81)=(B^2*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-... 
 muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(82)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B^2*BETTA*CHI^2*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-... 
 muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(83)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(c_cu)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA*ALFA*BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(2*muz_cup)*exp(-output_cu)*exp(-vf_cup)*exp(d_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(ETA*PAIss^NU*exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(84)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(85)=-(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(86)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(87)=-(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(88)=(B^2*BETTA*CHI*ZI*exp(2*c_ba1)*exp(-d_cu)*exp(-mc_cu)*exp(-2*muz_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(89)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B^2*BETTA*CHI*ZI*exp(2*c_ba1)*exp(-d_cu)*exp(-mc_cu)*exp(-2*muz_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(90)=(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(91)=(B^2*BETTA*CHI*ZI*exp(2*c_ba1)*exp(-d_cu)*exp(-mc_cu)*exp(-2*muz_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(92)=-(B*BETTA*CHI*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-muz_cu)*exp(-output_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(93)=(BETTA*ZI*exp(-d_cu)*exp(-mc_cu)*exp(-output_cu)*exp(d_cup)*exp(muz_cup)*exp(output_cup)*exp(pai_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(exp(pai_cup)/PAIss^NU - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(ETA*PAIss^NU*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
uncompressed_deriv=compressed_deriv(index.nnz{5,2});
full_vals(214:385)=uncompressed_deriv;
full_rows(214:385)=index.loc{5,2};
compressed_deriv=zeros(92,1);
compressed_deriv(1)=PHIc_1^2*Rss*exp(2*c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss)) + PHIc_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(2)=PHIc_1*PHIpai_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(3)=PHIc_1*PHIy_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(4)=PHIc*PHIc_1*Rss*exp(c_cu)*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(5)=PHIc_1*PHIpai*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(6)=PHIl*PHIc_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(7)=PHIy*PHIc_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(8)=-PHIc_1^2*Rss*exp(c_ba1p)*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(9)=PHIc_1^2*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(10)=-PHIc_1*PHIpai_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(11)=-PHIc*PHIc_1*Rss*exp(c_ba1)*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(12)=PHIc*PHIc_1*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(13)=-PHIc_1*PHIpai*Rss*exp(c_cup)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(14)=PHIpai_1^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(15)=PHIy_1*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(16)=PHIc*PHIpai_1*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(17)=PHIpai*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(18)=PHIl*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(19)=PHIy*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(20)=-PHIc_1*PHIpai_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(21)=PHIc_1*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(22)=-PHIpai_1^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(23)=-PHIc*PHIpai_1*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(24)=PHIc*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(25)=-PHIpai*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(26)=PHIy_1^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(27)=PHIc*PHIy_1*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(28)=PHIy_1*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(29)=PHIl*PHIy_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(30)=PHIy*PHIy_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(31)=-PHIc_1*PHIy_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(32)=PHIc_1*PHIy_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(33)=-PHIy_1*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(34)=-PHIc*PHIy_1*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(35)=PHIc*PHIy_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(36)=-PHIy_1*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(37)=PHIc^2*Rss*exp(2*c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss)) + PHIc*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(38)=PHIc*PHIpai*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(39)=PHIc*PHIl*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(40)=PHIc*PHIy*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(41)=-PHIc*PHIc_1*Rss*exp(c_ba1p)*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(42)=PHIc*PHIc_1*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(43)=-PHIc*PHIpai_1*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(44)=-PHIc^2*Rss*exp(c_ba1)*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(45)=PHIc^2*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(46)=-PHIc*PHIpai*Rss*exp(c_cu)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(47)=-exp(r_cu);
compressed_deriv(48)=PHIpai^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(49)=PHIl*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(50)=PHIy*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(51)=-PHIc_1*PHIpai*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(52)=PHIc_1*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(53)=-PHIpai*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(54)=-PHIc*PHIpai*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(55)=PHIc*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(56)=-PHIpai^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(57)=PHIl^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(58)=PHIl*PHIy*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(59)=-PHIl*PHIc_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(60)=PHIl*PHIc_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(61)=-PHIl*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(62)=-PHIc*PHIl*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(63)=PHIc*PHIl*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(64)=-PHIl*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(65)=PHIy^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(66)=-PHIy*PHIc_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(67)=PHIy*PHIc_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(68)=-PHIy*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(69)=-PHIc*PHIy*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(70)=PHIc*PHIy*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(71)=-PHIy*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(72)=PHIc_1^2*Rss*exp(2*c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss)) - PHIc_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(73)=-PHIc_1^2*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(74)=PHIc_1*PHIpai_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(75)=PHIc*PHIc_1*Rss*exp(c_ba1)*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(76)=-PHIc*PHIc_1*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(77)=PHIc_1*PHIpai*Rss*exp(c_ba1p)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(78)=PHIc_1^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(79)=-PHIc_1*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(80)=-PHIc*PHIc_1*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(81)=PHIc*PHIc_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(82)=-PHIc_1*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(83)=PHIpai_1^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(84)=PHIc*PHIpai_1*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(85)=-PHIc*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(86)=PHIpai*PHIpai_1*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(87)=PHIc^2*Rss*exp(2*c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss)) - PHIc*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(88)=-PHIc^2*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(89)=PHIc*PHIpai*Rss*exp(c_ba1)*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(90)=PHIc^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(91)=-PHIc*PHIpai*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
compressed_deriv(92)=PHIpai^2*Rss*exp(PHIl*log(exp(l_cu)/lss) + PHIc*(log(exp(muz_cu)) - log(MUZss) - exp(c_ba1) + exp(c_cu)) + PHIc_1*(log(exp(muz_cup)) - log(MUZss) - exp(c_ba1p) + exp(c_cup)) - PHIpai*(log(exp(paistar_cu)) - log(exp(pai_cu)) + log(PAIss)) - PHIpai_1*(log(exp(paistar_cup)) - log(exp(pai_cup)) + log(PAIss)) + PHIy*log(exp(output_cu)/OUTPUTss) + PHIy_1*log(exp(output_cup)/OUTPUTss));
uncompressed_deriv=compressed_deriv(index.nnz{6,2});
full_vals(386:555)=uncompressed_deriv;
full_rows(386:555)=index.loc{6,2};
compressed_deriv=zeros(6,1);
compressed_deriv(1)=(2*exp(2*c_cu)*exp(output_cu)*((ZI*(exp(pai_cu)/PAIss^NU - 1)^2)/2 - 1))/(exp(c_cu) + DELTA*Kss)^3 - (exp(c_cu)*exp(output_cu)*((ZI*(exp(pai_cu)/PAIss^NU - 1)^2)/2 - 1))/(exp(c_cu) + DELTA*Kss)^2;
compressed_deriv(2)=-(ZI*exp(c_cu)*exp(output_cu)*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/(PAIss^NU*(exp(c_cu) + DELTA*Kss)^2);
compressed_deriv(3)=-(exp(c_cu)*exp(output_cu)*((ZI*(exp(pai_cu)/PAIss^NU - 1)^2)/2 - 1))/(exp(c_cu) + DELTA*Kss)^2;
compressed_deriv(4)=(ZI*exp(2*pai_cu)*exp(output_cu))/(PAIss^(2*NU)*(exp(c_cu) + DELTA*Kss)) + (ZI*exp(output_cu)*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/(PAIss^NU*(exp(c_cu) + DELTA*Kss));
compressed_deriv(5)=(ZI*exp(output_cu)*exp(pai_cu)*(exp(pai_cu)/PAIss^NU - 1))/(PAIss^NU*(exp(c_cu) + DELTA*Kss));
compressed_deriv(6)=(exp(output_cu)*((ZI*(exp(pai_cu)/PAIss^NU - 1)^2)/2 - 1))/(exp(c_cu) + DELTA*Kss);
uncompressed_deriv=compressed_deriv(index.nnz{7,2});
full_vals(556:564)=uncompressed_deriv;
full_rows(556:564)=index.loc{7,2};
compressed_deriv=zeros(6,1);
compressed_deriv(1)=(Kss^THETA*THETA*exp(2*l_cu)*exp(-output_cu)*exp(a_cu)*(THETA - 1))/exp(l_cu)^(THETA + 1) - (Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)*(THETA - 1))/exp(l_cu)^THETA;
compressed_deriv(2)=(Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)*(THETA - 1))/exp(l_cu)^THETA;
compressed_deriv(3)=-(Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)*(THETA - 1))/exp(l_cu)^THETA;
compressed_deriv(4)=Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)^(1 - THETA);
compressed_deriv(5)=-Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)^(1 - THETA);
compressed_deriv(6)=Kss^THETA*exp(-output_cu)*exp(a_cu)*exp(l_cu)^(1 - THETA);
uncompressed_deriv=compressed_deriv(index.nnz{8,2});
full_vals(565:573)=uncompressed_deriv;
full_rows(565:573)=index.loc{8,2};
compressed_deriv=zeros(6,1);
compressed_deriv(1)=(ALFA*exp(-evf_cu)*exp(2*vf_cup)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(ALFA - 1))/(AA^2*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^(ALFA + 1)) - (exp(-evf_cu)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA);
compressed_deriv(2)=(exp(-evf_cu)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA);
compressed_deriv(3)=(ALFA*exp(-evf_cu)*exp(2*vf_cup)*exp(muz_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) - 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(CHI - 1)*(CHI0 - 1))/(AA^2*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^(ALFA + 1)) - (exp(-evf_cu)*exp(muz_cup)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) - 1)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA);
compressed_deriv(4)=exp(-evf_cu)*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^(1 - ALFA);
compressed_deriv(5)=(exp(-evf_cu)*exp(muz_cup)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) - 1)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA);
compressed_deriv(6)=(ALFA*exp(-evf_cu)*exp(2*muz_cup)*exp(2*vf_cup)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1) - 2)*(ALFA - 1)*(CHI - 1)^2*(CHI0 - 1)^2)/(AA^2*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^(ALFA + 1)) - (exp(-evf_cu)*exp(2*muz_cup)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) - 2)*((CHI - 1)*(CHI0 - 1) - 1)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA) - (exp(-evf_cu)*exp(muz_cup)*exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) - 1)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1))/(AA*((exp(vf_cup)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1)))/AA)^ALFA);
uncompressed_deriv=compressed_deriv(index.nnz{9,2});
full_vals(574:582)=uncompressed_deriv;
full_rows(574:582)=index.loc{9,2};
compressed_deriv=zeros(66,1);
compressed_deriv(1)=(BETTA*CHI*exp(2*c_cup)*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(2)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(3)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(4)=- (BETTA*CHI^2*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(5)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(6)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(7)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) + (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI -... 
  1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(8)=-(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(9)=(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(10)=-(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(11)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(12)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(13)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(14)=- (BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(15)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(16)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(17)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-... 
 muz_cup)*exp(c_cu))^CHI);
compressed_deriv(18)=-(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(19)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(20)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(21)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(22)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(23)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(24)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(25)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(26)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*... 
 exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(27)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(28)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(29)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(30)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(31)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (2*B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*... 
 exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(32)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(33)=- (BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(34)=- (B*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*... 
 exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^(CHI + 1)) - (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(35)=(BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(36)=- (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(37)=(B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(38)=- (BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(39)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1) + 2)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(1/(ALFA - 1) + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/... 
 (exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 2)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(40)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(41)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*... 
 (CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(42)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(43)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(44)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(45)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(46)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(47)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-... 
 muz_cup)*exp(c_cu))^CHI);
compressed_deriv(48)=-(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(49)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(50)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(51)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(52)=(BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 2)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(CHI0 - CHI*(CHI0 - 1) + 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (2*B*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-... 
 d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*... 
 exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)^2*(CHI0 - 1)^2*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) -... 
  CHI0)*((CHI - 1)*(CHI0 - 1) + 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(53)=- (BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-... 
 muz_cup)*exp(c_cu))^CHI);
compressed_deriv(54)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 -... 
  1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(55)=- (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 -... 
  1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(56)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1_cu)*exp(-pai_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-... 
 muz_cup)*exp(c_cu))^CHI);
compressed_deriv(57)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(58)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(59)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(60)=-(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(61)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(62)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(63)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(64)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(65)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(66)=(BETTA*exp(-d_cu)*exp(-p1_cu)*exp(-pai_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
uncompressed_deriv=compressed_deriv(index.nnz{10,2});
full_vals(583:703)=uncompressed_deriv;
full_rows(583:703)=index.loc{10,2};
compressed_deriv=zeros(55,1);
compressed_deriv(1)=(BETTA*CHI*exp(2*c_cup)*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(2)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(3)=- (BETTA*CHI^2*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(4)=(AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(5)=(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(6)=(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) + (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) +... 
  1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(7)=-(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(8)=(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(9)=-(B*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(10)=(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(11)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(12)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(13)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(14)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(15)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(16)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(17)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(18)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(19)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(20)=(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (2*B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) -... 
  B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2);
compressed_deriv(21)=- (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(22)=- (BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(23)=- (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI^2*exp(2*c_cu)*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*... 
 (CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1)) - (AA*ALFA*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*... 
 exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(24)=(BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(25)=- (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(26)=(B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(27)=- (BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1);
compressed_deriv(28)=(AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1) + 2)*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*evf_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(1/(ALFA - 1) + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*... 
 exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 2)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(29)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(30)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) -... 
  B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(1/(ALFA - 1))*exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(31)=-(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(32)=(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(33)=-(AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(34)=(AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(evf_cu)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1) + 1)*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))*(ALFA - 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(35)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(36)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(37)=-(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(38)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(39)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(40)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(41)=(BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 2)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*(CHI0 - CHI*(CHI0 - 1) + 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (2*B*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*... 
 exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B^2*BETTA*CHI*exp(2*c_cu)*exp(-d_cu)*exp(-2*muz_cup)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI + 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 2) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA^2*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*... 
 exp(-p1Real_cu)*exp(-2*vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(ALFA - 1)*(CHI - 1)^2*(CHI0 - 1)^2*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 2))/(exp(evf_cu)^(2/(ALFA - 1))*exp(muz_cup)^(2*(CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (AA*ALFA*BETTA*exp(-d_cu)*exp(2*muz_cup)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*((CHI - 1)*(CHI0 - 1) + 1)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*... 
 ((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 2)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI) + (2*AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1));
compressed_deriv(42)=- (BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(43)=(B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(44)=- (B^2*BETTA*CHI^2*exp(-d_cu)*exp(-muz_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_ba1)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (AA*ALFA*B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/... 
 (ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(45)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*(CHI0 - CHI*(CHI0 - 1))*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI + (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cup)*exp(-p1Real_cu)*exp(c_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^(CHI + 1) + (AA*ALFA*BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(-vf_cup)*exp(d_cup)*exp(muz_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(CHI0 - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^(ALFA - 1))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1) + 1)*(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI);
compressed_deriv(46)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(47)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(48)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(49)=-(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(50)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(51)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(52)=(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(53)=(B^2*BETTA*CHI*exp(2*c_ba1)*exp(-d_cu)*exp(-2*muz_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(CHI - 1)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 2)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI - (B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(54)=-(B*BETTA*CHI*exp(-d_cu)*exp(-muz_cu)*exp(-p1Real_cu)*exp(c_ba1)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^(CHI - 1)*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
compressed_deriv(55)=(BETTA*exp(-d_cu)*exp(-p1Real_cu)*exp(d_cup)*exp(muz_cup)^(CHI*(CHI0 - 1) - CHI0)*(exp(c_cu) - B*exp(-muz_cu)*exp(c_ba1))^CHI*((AA*exp(-vf_cup))/(exp(evf_cu)^(1/(ALFA - 1))*exp(muz_cup)^((CHI - 1)*(CHI0 - 1))))^ALFA)/(exp(c_cup) - B*exp(-muz_cup)*exp(c_cu))^CHI;
uncompressed_deriv=compressed_deriv(index.nnz{11,2});
full_vals(704:803)=uncompressed_deriv;
full_rows(704:803)=index.loc{11,2};
compressed_deriv=zeros(3,1);
compressed_deriv(1)=exp(-c_ba1p)*exp(c_cu);
compressed_deriv(2)=-exp(-c_ba1p)*exp(c_cu);
compressed_deriv(3)=exp(-c_ba1p)*exp(c_cu);
uncompressed_deriv=compressed_deriv(index.nnz{13,2});
full_vals(804:807)=uncompressed_deriv;
full_rows(804:807)=index.loc{13,2};
derivs=sparse(full_rows,ones(length(full_vals),1),full_vals,25992,1);
